LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention

Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020

2 October 2020

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Papers citing "LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention"

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MIA 2022 Shared Task Submission: Leveraging Entity Representations, Dense-Sparse Hybrids, and Fusion-in-Decoder for Cross-Lingual Question Answering Zhucheng Tu Sarguna Padmanabhan VLM RALM 161 4 0 05 Jul 2022
ComDensE : Combined Dense Embedding of Relation-aware and Common Features for Knowledge Graph CompletionInternational Conference on Pattern Recognition (ICPR), 2022 Min-Sung Kim Seungjun Baek 202 3 0 29 Jun 2022
Unified BERT for Few-shot Natural Language Understanding Junyu Lu Ping Yang Ruyi Gan Jing Yang Jiaxing Zhang 125 2 0 24 Jun 2022
TOKEN is a MASK: Few-shot Named Entity Recognition with Pre-trained Language ModelsInternational Conference on Text, Speech and Dialogue (TSD), 2022 A. Davody David Ifeoluwa Adelani Thomas Kleinbauer Dietrich Klakow 111 5 0 15 Jun 2022
REKnow: Enhanced Knowledge for Joint Entity and Relation Extraction Sheng Zhang Patrick Ng Zhiguo Wang Bing Xiang 268 5 0 10 Jun 2022
Dual Decomposition of Convex Optimization Layers for Consistent Attention in Medical ImagesInternational Conference on Machine Learning (ICML), 2022 Tom Ron M. Weiler-Sagie Tamir Hazan FAtt MedIm 194 7 0 06 Jun 2022
Summarization as Indirect Supervision for Relation ExtractionConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Keming Lu I-Hung Hsu Wenxuan Zhou Mingyu Derek Ma Muhao Chen 201 59 0 19 May 2022
Hero-Gang Neural Model For Named Entity RecognitionNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 Jinpeng Hu Yaling Shen Yang Liu Xiang Wan Tsung-Hui Chang 112 19 0 15 May 2022
DTW at Qurán QA 2022: Utilising Transfer Learning with Transformers for Question Answering in a Low-resource Domain Damith Premasiri Tharindu Ranasinghe Wajdi Zaghouani R. Mitkov 140 16 0 12 May 2022
BLINK with Elasticsearch for Efficient Entity Linking in Business ConversationsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 Md Tahmid Rahman Laskar Cheng Chen Aliaksandr Martsinovich Jonathan Johnston Xue-Yong Fu TN ShashiBhushan Simon Corston-Oliver 161 19 0 09 May 2022
Improving negation detection with negation-focused pre-trainingNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 Thinh Hung Truong Timothy Baldwin Trevor Cohn Karin Verspoor 165 24 0 09 May 2022
GRAPHCACHE: Message Passing as Caching for Sentence-Level Relation Extraction Yiwei Wang Muhao Chen Wenxuan Zhou Yujun Cai Yuxuan Liang Bryan Hooi GNN 129 9 0 08 May 2022
Should We Rely on Entity Mentions for Relation Extraction? Debiasing Relation Extraction with Counterfactual AnalysisNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 Yiwei Wang Muhao Chen Wenxuan Zhou Yujun Cai Yuxuan Liang Dayiheng Liu Baosong Yang Juncheng Liu Bryan Hooi CML 148 59 0 08 May 2022
Relation Extraction as Open-book Examination: Retrieval-enhanced Prompt TuningAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022 Xiang Chen Lei Li Ningyu Zhang Chuanqi Tan Fei Huang Luo Si Huajun Chen RALM VLM 207 42 0 04 May 2022
Unified Semantic Typing with Meaningful Label InferenceNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 James Y. Huang Bangzheng Li Lyne Tchapmi Muhao Chen 199 35 0 04 May 2022
Entity-aware Transformers for Entity SearchAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022 E. Gerritse Faegheh Hasibi A. D. Vries 190 29 0 02 May 2022
Instilling Type Knowledge in Language Models via Multi-Task QA Shuyang Li Mukund Sridhar Chandan Prakash Jin Cao Wael Hamza Julian McAuley KELM 173 7 0 28 Apr 2022
It Takes Two Flints to Make a Fire: Multitask Learning of Neural Relation and Explanation ClassifiersInternational Conference on Computational Logic (ICCL), 2022 Zheng Tang Mihai Surdeanu 427 9 0 25 Apr 2022
KALA: Knowledge-Augmented Language Model AdaptationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 Minki Kang Jinheon Baek Sung Ju Hwang VLM KELM 172 40 0 22 Apr 2022
TEAM-Atreides at SemEval-2022 Task 11: On leveraging data augmentation and ensemble to recognize complex Named Entities in BanglaInternational Workshop on Semantic Evaluation (SemEval), 2022 Nazia Tasnim Md. Istiak Hossain Shihab Asif Sushmit Steven Bethard Farig Sadeque 140 2 0 21 Apr 2022
TASTEset -- Recipe Dataset and Food Entities Recognition Benchmark Anna Wróblewska Agnieszka Kaliska Maciej Pawłowski Dawid Wisniewski Witold Sosnowski Agnieszka Lawrynowicz FedML 68 8 0 16 Apr 2022
Towards Fine-grained Causal Reasoning and QA Linyi Yang Zhen Wang Yuxiang Wu Jie Yang Yue Zhang 168 18 0 15 Apr 2022
A Review on Language Models as Knowledge Bases Badr AlKhamissi Millicent Li Asli Celikyilmaz Mona T. Diab Marjan Ghazvininejad KELM 280 208 0 12 Apr 2022
Modeling Multi-Granularity Hierarchical Features for Relation ExtractionNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 Xinnian Liang Shuangzhi Wu Mu Li Zhoujun Li 135 12 0 09 Apr 2022
MINER: Improving Out-of-Vocabulary Named Entity Recognition from an Information Theoretic PerspectiveAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Xiao Wang Jiajun Sun Li Xiong Yicheng Zou Tao Gui Tao Gui Liang Qiao Zhanzhan Cheng Xuanjing Huang 160 33 0 09 Apr 2022
COOL, a Context Outlooker, and its Application to Question Answering and other Natural Language Processing TasksInternational Joint Conference on Artificial Intelligence (IJCAI), 2022 Fangyi Zhu See-Kiong Ng S. Bressan LRM 133 1 0 01 Apr 2022
ANNA: Enhanced Language Representation for Question AnsweringWorkshop on Representation Learning for NLP (RepL4NLP), 2022 Changwook Jun Hansol Jang Myoseop Sim Hyun Kim Jooyoung Choi Kyungkoo Min Kyunghoon Bae 209 8 0 28 Mar 2022
Lite Unified Modeling for Discriminative Reading ComprehensionAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Yilin Zhao Hai Zhao Libin Shen Yinggong Zhao 191 2 0 26 Mar 2022
USTC-NELSLIP at SemEval-2022 Task 11: Gazetteer-Adapted Integration Network for Multilingual Complex Named Entity RecognitionInternational Workshop on Semantic Evaluation (SemEval), 2022 Beiduo Chen Jun-Yu Ma Jiajun Qi Wu Guo Zhen-Hua Ling Quan Liu 135 18 0 07 Mar 2022
DAMO-NLP at SemEval-2022 Task 11: A Knowledge-based System for Multilingual Named Entity RecognitionInternational Workshop on Semantic Evaluation (SemEval), 2022 Xinyu Wang Yongliang Shen Jiong Cai Tao Wang Xiaobin Wang ... Weiming Lu Yueting Zhuang Kewei Tu Wei Lu Yong Jiang 206 46 0 01 Mar 2022
EPPAC: Entity Pre-typing Relation Classification with Prompt AnswerCentralizing Jiejun Tan Wenbin Hu Weiwei Liu 183 1 0 01 Mar 2022
UCTopic: Unsupervised Contrastive Learning for Phrase Representations and Topic MiningAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Jiacheng Li Jingbo Shang Julian McAuley 124 59 0 27 Feb 2022
A Simple but Effective Pluggable Entity Lookup Table for Pre-trained Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Deming Ye Yankai Lin Peng Li Maosong Sun Zhiyuan Liu KELM 197 11 0 27 Feb 2022
UnifiedQA-v2: Stronger Generalization via Broader Cross-Format Training Daniel Khashabi Yeganeh Kordi Hannaneh Hajishirzi 225 73 0 23 Feb 2022
Automatically Generating Counterfactuals for Relation Classification Mi Zhang T. Qian Tingyu Zhang CML 221 0 0 22 Feb 2022
Tomayto, Tomahto. Beyond Token-level Answer Equivalence for Question Answering EvaluationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Jannis Bulian Christian Buck Wojciech Gajewski Benjamin Boerschinger Tal Schuster 302 65 0 15 Feb 2022
PQuAD: A Persian Question Answering DatasetComputer Speech and Language (CSL), 2022 Kasra Darvishi Newsha Shahbodagh Zahra Abbasiantaeb S. Momtazi 82 23 0 13 Feb 2022
Recognition-free Question Answering on Handwritten Document CollectionsInternational Conference on Frontiers in Handwriting Recognition (ICFHR), 2022 Oliver Tüselmann Friedrich Müller Fabian Wolf G. Fink RALM 166 5 0 12 Feb 2022
FedQAS: Privacy-aware machine reading comprehension with federated learningApplied Sciences (Appl. Sci.), 2022 Addi Ait-Mlouk Sadi Alawadi Salman Toor Andreas Hellander 131 11 0 09 Feb 2022
GatorTron: A Large Clinical Language Model to Unlock Patient Information from Unstructured Electronic Health Recordsnpj Digital Medicine (NDM), 2022 Xi Yang Aokun Chen Nima M. Pournejatian Hoo-Chang Shin Kaleb E. Smith ... Duane A. Mitchell W. Hogan E. Shenkman Jiang Bian Yonghui Wu AI4MH LM&MA 559 686 0 02 Feb 2022
OntoProtein: Protein Pretraining With Gene Ontology EmbeddingInternational Conference on Learning Representations (ICLR), 2022 Ningyu Zhang Zhen Bi Xiaozhuan Liang Shuyang Cheng Haosen Hong Shumin Deng J. Lian Qiang Zhang Huajun Chen 420 117 0 23 Jan 2022
Korean-Specific Dataset for Table Question AnsweringInternational Conference on Language Resources and Evaluation (LREC), 2022 Changwook Jun Jooyoung Choi Myoseop Sim Hyun Kim Hansol Jang Kyungkoo Min RALM LMTD 171 7 0 17 Jan 2022
Reasoning Through Memorization: Nearest Neighbor Knowledge Graph EmbeddingsNatural Language Processing and Chinese Computing (NLPCC), 2022 Peng Wang Xin Xie Xiaohan Wang Ningyu Zhang RALM 368 20 0 14 Jan 2022
Grow-and-Clip: Informative-yet-Concise Evidence Distillation for Answer ExplanationIEEE International Conference on Data Engineering (ICDE), 2022 Yuyan Chen Yanghua Xiao Bang Liu 207 19 0 13 Jan 2022
Beyond modeling: NLP Pipeline for efficient environmental policy analysis J. Planas Daniel Firebanks-Quevedo G. Naydenova Ramansh Sharma Cristina Taylor Kathleen Buckingham Rong Fang 81 9 0 08 Jan 2022
Budget Sensitive Reannotation of Noisy Relation Classification Data Using Label Hierarchy Akshay Parekh Ashish Anand Amit Awekar 95 0 0 26 Dec 2021
Unified Named Entity Recognition as Word-Word Relation ClassificationAAAI Conference on Artificial Intelligence (AAAI), 2021 Jingye Li Hao Fei Jiang-Dong Liu Shengqiong Wu Meishan Zhang Chong Teng Donghong Ji Fei Li 195 311 0 19 Dec 2021
Learning Rich Representation of Keyphrases from Text Mayank Kulkarni Debanjan Mahata Ravneet Arora Rajarshi Bhowmik VLM 177 80 0 16 Dec 2021
On the Use of External Data for Spoken Named Entity Recognition Ankita Pasad Felix Wu Suwon Shon Karen Livescu Kyu Jeong Han 115 17 0 14 Dec 2021
ITA: Image-Text Alignments for Multi-Modal Named Entity Recognition Xinyu Wang Min Gui Yong Jiang Zixia Jia Nguyen Bach Tao Wang Zhongqiang Huang Fei Huang Kewei Tu 189 76 0 13 Dec 2021